Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 466 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 62.0 KiB |
| Average record size in memory | 136.3 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 1 |
feature0 is highly correlated with feature1 and 7 other fields | High correlation |
feature1 is highly correlated with feature0 and 7 other fields | High correlation |
feature2 is highly correlated with feature0 and 11 other fields | High correlation |
feature4 is highly correlated with feature0 and 9 other fields | High correlation |
feature5 is highly correlated with feature7 | High correlation |
feature6 is highly correlated with feature0 and 8 other fields | High correlation |
feature7 is highly correlated with feature5 and 1 other fields | High correlation |
feature8 is highly correlated with feature2 and 4 other fields | High correlation |
feature9 is highly correlated with feature0 and 7 other fields | High correlation |
feature10 is highly correlated with feature0 and 5 other fields | High correlation |
feature11 is highly correlated with feature2 and 7 other fields | High correlation |
feature12 is highly correlated with feature0 and 9 other fields | High correlation |
feature13 is highly correlated with feature2 and 6 other fields | High correlation |
feature14 is highly correlated with feature2 and 7 other fields | High correlation |
feature15 is highly correlated with feature0 and 11 other fields | High correlation |
feature0 is highly correlated with feature1 and 5 other fields | High correlation |
feature1 is highly correlated with feature0 and 3 other fields | High correlation |
feature2 is highly correlated with feature0 and 4 other fields | High correlation |
feature4 is highly correlated with feature0 and 5 other fields | High correlation |
feature6 is highly correlated with feature0 and 5 other fields | High correlation |
feature8 is highly correlated with feature13 | High correlation |
feature9 is highly correlated with feature0 and 3 other fields | High correlation |
feature10 is highly correlated with feature2 | High correlation |
feature12 is highly correlated with feature14 | High correlation |
feature13 is highly correlated with feature8 | High correlation |
feature14 is highly correlated with feature12 | High correlation |
feature15 is highly correlated with feature0 and 3 other fields | High correlation |
feature0 is highly correlated with feature1 and 5 other fields | High correlation |
feature1 is highly correlated with feature0 and 3 other fields | High correlation |
feature2 is highly correlated with feature0 and 7 other fields | High correlation |
feature4 is highly correlated with feature0 and 5 other fields | High correlation |
feature6 is highly correlated with feature0 and 5 other fields | High correlation |
feature8 is highly correlated with feature2 and 4 other fields | High correlation |
feature9 is highly correlated with feature0 and 3 other fields | High correlation |
feature11 is highly correlated with feature2 and 5 other fields | High correlation |
feature12 is highly correlated with feature11 and 1 other fields | High correlation |
feature13 is highly correlated with feature2 and 4 other fields | High correlation |
feature14 is highly correlated with feature2 and 5 other fields | High correlation |
feature15 is highly correlated with feature0 and 7 other fields | High correlation |
feature0 is highly correlated with feature1 and 7 other fields | High correlation |
feature1 is highly correlated with feature0 and 5 other fields | High correlation |
feature2 is highly correlated with feature0 and 7 other fields | High correlation |
feature3 is highly correlated with feature0 and 1 other fields | High correlation |
feature4 is highly correlated with feature0 and 6 other fields | High correlation |
feature6 is highly correlated with feature0 and 7 other fields | High correlation |
feature8 is highly correlated with feature13 and 1 other fields | High correlation |
feature9 is highly correlated with feature0 and 7 other fields | High correlation |
feature10 is highly correlated with feature0 and 4 other fields | High correlation |
feature11 is highly correlated with feature2 | High correlation |
feature12 is highly correlated with feature9 and 1 other fields | High correlation |
feature13 is highly correlated with feature2 and 1 other fields | High correlation |
feature14 is highly correlated with feature1 and 2 other fields | High correlation |
feature15 is highly correlated with feature0 and 5 other fields | High correlation |
feature7 is highly skewed (γ1 = 20.90353695) | Skewed |
feature11 is highly skewed (γ1 = 20.34934052) | Skewed |
feature7 has unique values | Unique |
feature0 has 66 (14.2%) zeros | Zeros |
feature1 has 66 (14.2%) zeros | Zeros |
feature2 has 172 (36.9%) zeros | Zeros |
feature8 has 172 (36.9%) zeros | Zeros |
feature10 has 20 (4.3%) zeros | Zeros |
feature11 has 177 (38.0%) zeros | Zeros |
feature12 has 172 (36.9%) zeros | Zeros |
feature13 has 172 (36.9%) zeros | Zeros |
feature14 has 172 (36.9%) zeros | Zeros |
feature15 has 172 (36.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-07-28 21:27:20.981667 |
|---|---|
| Analysis finished | 2022-07-28 21:27:57.613371 |
| Duration | 36.63 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 60 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 438.7435622 |
| Minimum | 0 |
|---|---|
| Maximum | 15400 |
| Zeros | 66 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 50 |
| median | 150 |
| Q3 | 500 |
| 95-th percentile | 1550 |
| Maximum | 15400 |
| Range | 15400 |
| Interquartile range (IQR) | 450 |
Descriptive statistics
| Standard deviation | 984.5930652 |
|---|---|
| Coefficient of variation (CV) | 2.244119686 |
| Kurtosis | 125.8104721 |
| Mean | 438.7435622 |
| Median Absolute Deviation (MAD) | 150 |
| Skewness | 9.493694 |
| Sum | 204454.5 |
| Variance | 969423.504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 96 | |
| 0 | 66 | |
| 100 | 48 | 10.3% |
| 150 | 36 | 7.7% |
| 200 | 22 | 4.7% |
| 350 | 19 | 4.1% |
| 500 | 17 | 3.6% |
| 450 | 15 | 3.2% |
| 300 | 14 | 3.0% |
| 400 | 11 | 2.4% |
| Other values (50) | 122 |
| Value | Count | Frequency (%) |
| 0 | 66 | |
| 50 | 96 | |
| 100 | 48 | |
| 140 | 1 | 0.2% |
| 150 | 36 | 7.7% |
| 200 | 22 | 4.7% |
| 250 | 11 | 2.4% |
| 300 | 14 | 3.0% |
| 320 | 1 | 0.2% |
| 350 | 19 | 4.1% |
| Value | Count | Frequency (%) |
| 15400 | 1 | |
| 8240 | 1 | |
| 6600 | 1 | |
| 3680 | 1 | |
| 3225 | 1 | |
| 2900 | 1 | |
| 2400 | 1 | |
| 2200 | 1 | |
| 2150 | 1 | |
| 2140 | 1 |
| Distinct | 30 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.847639485 |
| Minimum | 0 |
|---|---|
| Maximum | 31 |
| Zeros | 66 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 21.75 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.836678814 |
|---|---|
| Coefficient of variation (CV) | 1.410310902 |
| Kurtosis | 4.520241857 |
| Mean | 4.847639485 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.205723214 |
| Sum | 2259 |
| Variance | 46.74017721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 137 | |
| 0 | 66 | |
| 2 | 65 | |
| 3 | 34 | 7.3% |
| 4 | 29 | 6.2% |
| 6 | 16 | 3.4% |
| 5 | 15 | 3.2% |
| 8 | 11 | 2.4% |
| 12 | 10 | 2.1% |
| 10 | 9 | 1.9% |
| Other values (20) | 74 |
| Value | Count | Frequency (%) |
| 0 | 66 | |
| 1 | 137 | |
| 2 | 65 | |
| 3 | 34 | 7.3% |
| 4 | 29 | 6.2% |
| 5 | 15 | 3.2% |
| 6 | 16 | 3.4% |
| 7 | 9 | 1.9% |
| 8 | 11 | 2.4% |
| 9 | 7 | 1.5% |
| Value | Count | Frequency (%) |
| 31 | 8 | |
| 30 | 2 | 0.4% |
| 28 | 1 | 0.2% |
| 27 | 2 | 0.4% |
| 26 | 2 | 0.4% |
| 25 | 2 | 0.4% |
| 23 | 3 | 0.6% |
| 22 | 4 | |
| 21 | 4 | |
| 20 | 1 | 0.2% |
| Distinct | 291 |
|---|---|
| Distinct (%) | 62.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1244.322468 |
| Minimum | 0 |
|---|---|
| Maximum | 40291.24 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 169.83 |
| Q3 | 1017.375 |
| 95-th percentile | 5671.1625 |
| Maximum | 40291.24 |
| Range | 40291.24 |
| Interquartile range (IQR) | 1017.375 |
Descriptive statistics
| Standard deviation | 3558.699033 |
|---|---|
| Coefficient of variation (CV) | 2.859949189 |
| Kurtosis | 64.38595831 |
| Mean | 1244.322468 |
| Median Absolute Deviation (MAD) | 169.83 |
| Skewness | 6.999722065 |
| Sum | 579854.27 |
| Variance | 12664338.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 89.9 | 2 | 0.4% |
| 61.89 | 2 | 0.4% |
| 159.9 | 2 | 0.4% |
| 139.9 | 2 | 0.4% |
| 662.28 | 1 | 0.2% |
| 16513.3 | 1 | 0.2% |
| 1459.27 | 1 | 0.2% |
| 2140.36 | 1 | 0.2% |
| 1676.09 | 1 | 0.2% |
| Other values (281) | 281 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 25.42 | 1 | 0.2% |
| 35.31 | 1 | 0.2% |
| 47.3 | 1 | 0.2% |
| 50.63 | 1 | 0.2% |
| 55.99 | 1 | 0.2% |
| 56.17 | 1 | 0.2% |
| 57.27 | 1 | 0.2% |
| 61.89 | 2 | 0.4% |
| 62.19 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 40291.24 | 1 | |
| 39673.4 | 1 | |
| 22028.16 | 1 | |
| 19078.48 | 1 | |
| 16513.3 | 1 | |
| 14895.47 | 1 | |
| 12133.73 | 1 | |
| 11470.79 | 1 | |
| 10812.15 | 1 | |
| 10685.14 | 1 |
| Distinct | 458 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.60087983 |
| Minimum | -645.87 |
|---|---|
| Maximum | 1521.9 |
| Zeros | 4 |
| Zeros (%) | 0.9% |
| Negative | 144 |
| Negative (%) | 30.9% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | -645.87 |
|---|---|
| 5-th percentile | -21.55 |
| Q1 | -0.4 |
| median | 18.36 |
| Q3 | 44.63 |
| 95-th percentile | 268.1275 |
| Maximum | 1521.9 |
| Range | 2167.77 |
| Interquartile range (IQR) | 45.03 |
Descriptive statistics
| Standard deviation | 122.093515 |
|---|---|
| Coefficient of variation (CV) | 2.737468754 |
| Kurtosis | 51.33382869 |
| Mean | 44.60087983 |
| Median Absolute Deviation (MAD) | 19.95 |
| Skewness | 4.690918698 |
| Sum | 20784.01 |
| Variance | 14906.82639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.9% |
| 46.4 | 2 | 0.4% |
| 47 | 2 | 0.4% |
| -0.1 | 2 | 0.4% |
| -2.6 | 2 | 0.4% |
| -0.08 | 2 | 0.4% |
| 39.1 | 1 | 0.2% |
| -0.64 | 1 | 0.2% |
| 10.67 | 1 | 0.2% |
| 28.98 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| -645.87 | 1 | |
| -329.6 | 1 | |
| -290.12 | 1 | |
| -156.33 | 1 | |
| -121.7 | 1 | |
| -116.38 | 1 | |
| -84.45 | 1 | |
| -75.48 | 1 | |
| -74.96 | 1 | |
| -53.02 | 1 |
| Value | Count | Frequency (%) |
| 1521.9 | 1 | |
| 723.99 | 1 | |
| 505.8 | 1 | |
| 499.6 | 1 | |
| 452.67 | 1 | |
| 451.35 | 1 | |
| 431.85 | 1 | |
| 424.5 | 1 | |
| 384 | 1 | |
| 373.8 | 1 |
| Distinct | 440 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -434.2998927 |
| Minimum | -15506.35 |
|---|---|
| Maximum | -0.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 466 |
| Negative (%) | 100.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | -15506.35 |
|---|---|
| 5-th percentile | -1561.1625 |
| Q1 | -492.035 |
| median | -154.525 |
| Q3 | -50.18 |
| 95-th percentile | -4.0875 |
| Maximum | -0.26 |
| Range | 15506.09 |
| Interquartile range (IQR) | 441.855 |
Descriptive statistics
| Standard deviation | 975.5551982 |
|---|---|
| Coefficient of variation (CV) | -2.246270871 |
| Kurtosis | 132.7139729 |
| Mean | -434.2998927 |
| Median Absolute Deviation (MAD) | 136.255 |
| Skewness | -9.749161819 |
| Sum | -202383.75 |
| Variance | 951707.9447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -50.1 | 8 | 1.7% |
| -50.25 | 3 | 0.6% |
| -150 | 3 | 0.6% |
| -100.7 | 2 | 0.4% |
| -3 | 2 | 0.4% |
| -50.65 | 2 | 0.4% |
| -2.1 | 2 | 0.4% |
| -12.3 | 2 | 0.4% |
| -102.1 | 2 | 0.4% |
| -3.6 | 2 | 0.4% |
| Other values (430) | 438 |
| Value | Count | Frequency (%) |
| -15506.35 | 1 | |
| -7966.54 | 1 | |
| -6533.76 | 1 | |
| -3186.79 | 1 | |
| -2647.9 | 1 | |
| -2444 | 1 | |
| -2421 | 1 | |
| -2232.1 | 1 | |
| -2180.09 | 1 | |
| -2165.85 | 1 |
| Value | Count | Frequency (%) |
| -0.26 | 1 | |
| -0.4 | 1 | |
| -0.45 | 1 | |
| -0.5 | 1 | |
| -0.6 | 1 | |
| -1.05 | 1 | |
| -1.2 | 1 | |
| -1.4 | 1 | |
| -1.5 | 1 | |
| -1.65 | 1 |
| Distinct | 343 |
|---|---|
| Distinct (%) | 73.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4739911841 |
| Minimum | 0.15 |
|---|---|
| Maximum | 3.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0.15 |
|---|---|
| 5-th percentile | 0.15 |
| Q1 | 0.1736685394 |
| median | 0.3038542263 |
| Q3 | 0.56984818 |
| 95-th percentile | 1.416983948 |
| Maximum | 3.15 |
| Range | 3 |
| Interquartile range (IQR) | 0.3961796406 |
Descriptive statistics
| Standard deviation | 0.4522607499 |
|---|---|
| Coefficient of variation (CV) | 0.9541543495 |
| Kurtosis | 8.032681591 |
| Mean | 0.4739911841 |
| Median Absolute Deviation (MAD) | 0.1538542263 |
| Skewness | 2.582784874 |
| Sum | 220.8798918 |
| Variance | 0.2045397859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.15 | 53 | 11.4% |
| 0.3 | 29 | 6.2% |
| 0.15 | 24 | 5.2% |
| 0.5 | 5 | 1.1% |
| 0.2 | 5 | 1.1% |
| 0.2 | 5 | 1.1% |
| 0.3 | 4 | 0.9% |
| 1 | 2 | 0.4% |
| 0.6 | 2 | 0.4% |
| 0.35 | 2 | 0.4% |
| Other values (333) | 335 |
| Value | Count | Frequency (%) |
| 0.15 | 24 | |
| 0.15 | 53 | |
| 0.1500312305 | 1 | 0.2% |
| 0.1501472995 | 1 | 0.2% |
| 0.150363259 | 1 | 0.2% |
| 0.1505521472 | 1 | 0.2% |
| 0.1506493506 | 1 | 0.2% |
| 0.1509090909 | 1 | 0.2% |
| 0.1509155646 | 1 | 0.2% |
| 0.1509677419 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 3.15 | 1 | |
| 3 | 1 | |
| 2.430952381 | 1 | |
| 2.353297546 | 1 | |
| 2.276089965 | 1 | |
| 2.259638554 | 1 | |
| 2.236956522 | 1 | |
| 2.140625 | 1 | |
| 2 | 1 | |
| 1.961538462 | 1 |
| Distinct | 387 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 979.0708155 |
| Minimum | 1 |
|---|---|
| Maximum | 11731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 23.25 |
| Q1 | 133.5 |
| median | 420 |
| Q3 | 1238.75 |
| 95-th percentile | 3275.5 |
| Maximum | 11731 |
| Range | 11730 |
| Interquartile range (IQR) | 1105.25 |
Descriptive statistics
| Standard deviation | 1460.738442 |
|---|---|
| Coefficient of variation (CV) | 1.491964033 |
| Kurtosis | 18.21535502 |
| Mean | 979.0708155 |
| Median Absolute Deviation (MAD) | 351.5 |
| Skewness | 3.601131187 |
| Sum | 456247 |
| Variance | 2133756.797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 334 | 4 | 0.9% |
| 24 | 4 | 0.9% |
| 69 | 3 | 0.6% |
| 108 | 3 | 0.6% |
| 55 | 3 | 0.6% |
| 417 | 3 | 0.6% |
| 11 | 3 | 0.6% |
| 168 | 3 | 0.6% |
| 153 | 3 | 0.6% |
| 140 | 3 | 0.6% |
| Other values (377) | 434 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 2 | |
| 7 | 2 | |
| 10 | 2 | |
| 11 | 3 | |
| 12 | 1 | 0.2% |
| 14 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 11731 | 1 | |
| 10997 | 1 | |
| 10167 | 1 | |
| 9984 | 1 | |
| 7906 | 1 | |
| 6457 | 1 | |
| 6249 | 1 | |
| 5986 | 1 | |
| 5775 | 1 | |
| 5386 | 1 |
| Distinct | 466 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1138846287 |
| Minimum | 0.0006628654889 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0.0006628654889 |
|---|---|
| 5-th percentile | 0.001927041969 |
| Q1 | 0.003317865391 |
| median | 0.005127240635 |
| Q3 | 0.009698961926 |
| 95-th percentile | 0.04010591578 |
| Maximum | 40 |
| Range | 39.99933713 |
| Interquartile range (IQR) | 0.006381096535 |
Descriptive statistics
| Standard deviation | 1.87374643 |
|---|---|
| Coefficient of variation (CV) | 16.45302313 |
| Kurtosis | 444.5047377 |
| Mean | 0.1138846287 |
| Median Absolute Deviation (MAD) | 0.002273068028 |
| Skewness | 20.90353695 |
| Sum | 53.07023697 |
| Variance | 3.510925686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00454800808 | 1 | 0.2% |
| 0.01270882443 | 1 | 0.2% |
| 0.3381665108 | 1 | 0.2% |
| 0.001669855063 | 1 | 0.2% |
| 0.004386820043 | 1 | 0.2% |
| 0.01012318463 | 1 | 0.2% |
| 0.002699414136 | 1 | 0.2% |
| 0.004019605998 | 1 | 0.2% |
| 0.01410310585 | 1 | 0.2% |
| 0.006138354369 | 1 | 0.2% |
| Other values (456) | 456 |
| Value | Count | Frequency (%) |
| 0.0006628654889 | 1 | |
| 0.0008981943197 | 1 | |
| 0.000980423619 | 1 | |
| 0.001022443951 | 1 | |
| 0.001094599605 | 1 | |
| 0.001173038124 | 1 | |
| 0.001270425373 | 1 | |
| 0.001277199441 | 1 | |
| 0.00136800236 | 1 | |
| 0.001368925394 | 1 |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 6.111111111 | 1 | |
| 0.7171215881 | 1 | |
| 0.4666666667 | 1 | |
| 0.3381665108 | 1 | |
| 0.3090507726 | 1 | |
| 0.2517793594 | 1 | |
| 0.2425925926 | 1 | |
| 0.2113553114 | 1 | |
| 0.1666666667 | 1 |
| Distinct | 295 |
|---|---|
| Distinct (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.857010006 |
| Minimum | 0 |
|---|---|
| Maximum | 281.6666667 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.937082378 |
| Q3 | 2.815824155 |
| 95-th percentile | 12.79139376 |
| Maximum | 281.6666667 |
| Range | 281.6666667 |
| Interquartile range (IQR) | 2.815824155 |
Descriptive statistics
| Standard deviation | 15.60913163 |
|---|---|
| Coefficient of variation (CV) | 4.046951293 |
| Kurtosis | 221.631087 |
| Mean | 3.857010006 |
| Median Absolute Deviation (MAD) | 0.937082378 |
| Skewness | 13.371251 |
| Sum | 1797.366663 |
| Variance | 243.6449903 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 1.54452381 | 1 | 0.2% |
| 8.321558154 | 1 | 0.2% |
| 19.32807947 | 1 | 0.2% |
| 1.732453762 | 1 | 0.2% |
| 3.075958892 | 1 | 0.2% |
| 1.439076758 | 1 | 0.2% |
| 0.985697788 | 1 | 0.2% |
| 1.785785575 | 1 | 0.2% |
| 9.832625548 | 1 | 0.2% |
| Other values (285) | 285 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 0.113512548 | 1 | 0.2% |
| 0.129831001 | 1 | 0.2% |
| 0.1414715011 | 1 | 0.2% |
| 0.1526223541 | 1 | 0.2% |
| 0.1780233593 | 1 | 0.2% |
| 0.1920568928 | 1 | 0.2% |
| 0.2003006012 | 1 | 0.2% |
| 0.2033267673 | 1 | 0.2% |
| 0.211915734 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 281.6666667 | 1 | |
| 98.88655139 | 1 | |
| 88.89433962 | 1 | |
| 62.16747967 | 1 | |
| 59.81825726 | 1 | |
| 52.16830065 | 1 | |
| 44.41666667 | 1 | |
| 32.13303438 | 1 | |
| 26.59567901 | 1 | |
| 25.62716049 | 1 |
| Distinct | 465 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 216437.824 |
| Minimum | 1 |
|---|---|
| Maximum | 3366472 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1052.5 |
| Q1 | 21131 |
| median | 85328.5 |
| Q3 | 264503.5 |
| 95-th percentile | 857257.75 |
| Maximum | 3366472 |
| Range | 3366471 |
| Interquartile range (IQR) | 243372.5 |
Descriptive statistics
| Standard deviation | 350862.169 |
|---|---|
| Coefficient of variation (CV) | 1.621076032 |
| Kurtosis | 20.73834434 |
| Mean | 216437.824 |
| Median Absolute Deviation (MAD) | 80030 |
| Skewness | 3.757792355 |
| Sum | 100860026 |
| Variance | 1.231042616 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 540 | 2 | 0.4% |
| 167326 | 1 | 0.2% |
| 62675 | 1 | 0.2% |
| 2138 | 1 | 0.2% |
| 61682 | 1 | 0.2% |
| 30774 | 1 | 0.2% |
| 216829 | 1 | 0.2% |
| 319699 | 1 | 0.2% |
| 371927 | 1 | 0.2% |
| 18932 | 1 | 0.2% |
| Other values (455) | 455 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 9 | 1 | |
| 46 | 1 | |
| 79 | 1 | |
| 165 | 1 | |
| 168 | 1 | |
| 185 | 1 | |
| 220 | 1 | |
| 370 | 1 | |
| 379 | 1 |
| Value | Count | Frequency (%) |
| 3366472 | 1 | |
| 2312422 | 1 | |
| 2108706 | 1 | |
| 1743642 | 1 | |
| 1722754 | 1 | |
| 1646056 | 1 | |
| 1526891 | 1 | |
| 1519358 | 1 | |
| 1504656 | 1 | |
| 1391738 | 1 |
| Distinct | 446 |
|---|---|
| Distinct (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6930.456438 |
| Minimum | 0 |
|---|---|
| Maximum | 237182.78 |
| Zeros | 20 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 51.715 |
| Q1 | 383.6875 |
| median | 1410.855 |
| Q3 | 5212.9775 |
| 95-th percentile | 37783.3075 |
| Maximum | 237182.78 |
| Range | 237182.78 |
| Interquartile range (IQR) | 4829.29 |
Descriptive statistics
| Standard deviation | 17581.80082 |
|---|---|
| Coefficient of variation (CV) | 2.536889305 |
| Kurtosis | 71.09879174 |
| Mean | 6930.456438 |
| Median Absolute Deviation (MAD) | 1273.435 |
| Skewness | 6.910017543 |
| Sum | 3229592.7 |
| Variance | 309119720 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20 | 4.3% |
| 159.9 | 2 | 0.4% |
| 33441.06 | 1 | 0.2% |
| 1661.33 | 1 | 0.2% |
| 41366.03 | 1 | 0.2% |
| 128238.12 | 1 | 0.2% |
| 1338.89 | 1 | 0.2% |
| 615.13 | 1 | 0.2% |
| 348.3 | 1 | 0.2% |
| 225.96 | 1 | 0.2% |
| Other values (436) | 436 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 38.28 | 1 | 0.2% |
| 44.48 | 1 | 0.2% |
| 48.89 | 1 | 0.2% |
| 49.99 | 1 | 0.2% |
| 56.89 | 1 | 0.2% |
| 56.9 | 1 | 0.2% |
| 61.88 | 1 | 0.2% |
| 67.99 | 1 | 0.2% |
| 76.99 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 237182.78 | 1 | |
| 128238.12 | 1 | |
| 98454 | 1 | |
| 84501.86 | 1 | |
| 81751.5 | 1 | |
| 75394.59 | 1 | |
| 67852.96 | 1 | |
| 62793.92 | 1 | |
| 59018.81 | 1 | |
| 52806.34 | 1 |
| Distinct | 289 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4373333912 |
| Minimum | 0 |
|---|---|
| Maximum | 73.08063374 |
| Zeros | 177 |
| Zeros (%) | 38.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.082514574 |
| Q3 | 0.3113112272 |
| 95-th percentile | 1.028115782 |
| Maximum | 73.08063374 |
| Range | 73.08063374 |
| Interquartile range (IQR) | 0.3113112272 |
Descriptive statistics
| Standard deviation | 3.442093848 |
|---|---|
| Coefficient of variation (CV) | 7.870640379 |
| Kurtosis | 429.2248992 |
| Mean | 0.4373333912 |
| Median Absolute Deviation (MAD) | 0.082514574 |
| Skewness | 20.34934052 |
| Sum | 203.7973603 |
| Variance | 11.84801006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 177 | |
| 1 | 2 | 0.4% |
| 0.005786911913 | 1 | 0.2% |
| 0.3012850147 | 1 | 0.2% |
| 0.4057099925 | 1 | 0.2% |
| 0.432538992 | 1 | 0.2% |
| 0.6798249419 | 1 | 0.2% |
| 0.08384627176 | 1 | 0.2% |
| 0.3977787197 | 1 | 0.2% |
| 0.605725619 | 1 | 0.2% |
| Other values (279) | 279 |
| Value | Count | Frequency (%) |
| 0 | 177 | |
| 0.004436617629 | 1 | 0.2% |
| 0.0057230473 | 1 | 0.2% |
| 0.005786911913 | 1 | 0.2% |
| 0.006689478934 | 1 | 0.2% |
| 0.006814417518 | 1 | 0.2% |
| 0.008156209328 | 1 | 0.2% |
| 0.01171241584 | 1 | 0.2% |
| 0.01322673786 | 1 | 0.2% |
| 0.01657823145 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 73.08063374 | 1 | |
| 7.436645161 | 1 | |
| 7.384747082 | 1 | |
| 5.066419555 | 1 | |
| 3.849809478 | 1 | |
| 3.786724483 | 1 | |
| 2.893988365 | 1 | |
| 2.575705793 | 1 | |
| 2.413155874 | 1 | |
| 2.355500714 | 1 |
feature12
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 295 |
|---|---|
| Distinct (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.88619003 |
| Minimum | 0 |
|---|---|
| Maximum | 2232.1 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 19.69256757 |
| Q3 | 65.49809783 |
| 95-th percentile | 282.20875 |
| Maximum | 2232.1 |
| Range | 2232.1 |
| Interquartile range (IQR) | 65.49809783 |
Descriptive statistics
| Standard deviation | 142.5215232 |
|---|---|
| Coefficient of variation (CV) | 2.302961664 |
| Kurtosis | 117.4831179 |
| Mean | 61.88619003 |
| Median Absolute Deviation (MAD) | 19.69256757 |
| Skewness | 8.667886527 |
| Sum | 28838.96455 |
| Variance | 20312.38456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 42 | 1 | 0.2% |
| 21.1106383 | 1 | 0.2% |
| 6.863636364 | 1 | 0.2% |
| 95.03461538 | 1 | 0.2% |
| 27.245 | 1 | 0.2% |
| 93.15 | 1 | 0.2% |
| 56.285 | 1 | 0.2% |
| 47.5925 | 1 | 0.2% |
| 6.743181818 | 1 | 0.2% |
| Other values (285) | 285 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 1.325 | 1 | 0.2% |
| 1.466197183 | 1 | 0.2% |
| 1.65 | 1 | 0.2% |
| 1.7 | 1 | 0.2% |
| 2.177710843 | 1 | 0.2% |
| 2.7875 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 3.24 | 1 | 0.2% |
| 3.28 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 2232.1 | 1 | |
| 653.85 | 1 | |
| 641.45 | 1 | |
| 598.8 | 1 | |
| 556.275 | 1 | |
| 516 | 1 | |
| 473.4 | 1 | |
| 459 | 1 | |
| 456.9 | 1 | |
| 430.22 | 1 |
feature13
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 286 |
|---|---|
| Distinct (%) | 61.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00863418767 |
| Minimum | 0 |
|---|---|
| Maximum | 0.204610951 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.003207436255 |
| Q3 | 0.009515425889 |
| 95-th percentile | 0.03504585607 |
| Maximum | 0.204610951 |
| Range | 0.204610951 |
| Interquartile range (IQR) | 0.009515425889 |
Descriptive statistics
| Standard deviation | 0.01786624736 |
|---|---|
| Coefficient of variation (CV) | 2.069244734 |
| Kurtosis | 41.59893819 |
| Mean | 0.00863418767 |
| Median Absolute Deviation (MAD) | 0.003207436255 |
| Skewness | 5.414284197 |
| Sum | 4.023531454 |
| Variance | 0.0003192027949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 0.01149425287 | 3 | 0.6% |
| 0.007092198582 | 3 | 0.6% |
| 0.008474576271 | 2 | 0.4% |
| 0.01515151515 | 2 | 0.4% |
| 0.007194244604 | 2 | 0.4% |
| 0.01709401709 | 2 | 0.4% |
| 0.003236245955 | 2 | 0.4% |
| 0.006026889198 | 1 | 0.2% |
| 0.01320132013 | 1 | 0.2% |
| Other values (276) | 276 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 0.0003513703443 | 1 | 0.2% |
| 0.0004498425551 | 1 | 0.2% |
| 0.0004551661356 | 1 | 0.2% |
| 0.0005941770648 | 1 | 0.2% |
| 0.000626566416 | 1 | 0.2% |
| 0.0007642338556 | 1 | 0.2% |
| 0.0007751937984 | 1 | 0.2% |
| 0.0008045052293 | 1 | 0.2% |
| 0.0008077544426 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.204610951 | 1 | |
| 0.1176470588 | 1 | |
| 0.1147994467 | 1 | |
| 0.1071428571 | 1 | |
| 0.1 | 1 | |
| 0.09523809524 | 1 | |
| 0.09090909091 | 1 | |
| 0.08823529412 | 1 | |
| 0.06306306306 | 1 | |
| 0.05381165919 | 1 |
feature14
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 290 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.71335989 |
| Minimum | 0 |
|---|---|
| Maximum | 2154 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 72.52428571 |
| Q3 | 127.3015046 |
| 95-th percentile | 231.60225 |
| Maximum | 2154 |
| Range | 2154 |
| Interquartile range (IQR) | 127.3015046 |
Descriptive statistics
| Standard deviation | 145.4264371 |
|---|---|
| Coefficient of variation (CV) | 1.657973624 |
| Kurtosis | 96.5757394 |
| Mean | 87.71335989 |
| Median Absolute Deviation (MAD) | 72.52428571 |
| Skewness | 7.948637197 |
| Sum | 40874.42571 |
| Variance | 21148.84862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 89.9 | 3 | 0.6% |
| 61.89 | 2 | 0.4% |
| 159.9 | 2 | 0.4% |
| 139.9 | 2 | 0.4% |
| 94.61142857 | 1 | 0.2% |
| 132.6609091 | 1 | 0.2% |
| 164.6430769 | 1 | 0.2% |
| 83.8045 | 1 | 0.2% |
| 134.05 | 1 | 0.2% |
| Other values (280) | 280 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 25.2475 | 1 | 0.2% |
| 25.42 | 1 | 0.2% |
| 33.99 | 1 | 0.2% |
| 35.31 | 1 | 0.2% |
| 40.11 | 1 | 0.2% |
| 43.885 | 1 | 0.2% |
| 47.3 | 1 | 0.2% |
| 47.99 | 1 | 0.2% |
| 49.89833333 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 2154 | 1 | |
| 1175.02 | 1 | |
| 845 | 1 | |
| 791.5142857 | 1 | |
| 734.28 | 1 | |
| 411.3743478 | 1 | |
| 393.525 | 1 | |
| 372.6 | 1 | |
| 360.2263636 | 1 | |
| 350.3575 | 1 |
feature15
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 56 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.31330472 |
| Minimum | 0 |
|---|---|
| Maximum | 541 |
| Zeros | 172 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 8 |
| 95-th percentile | 42.5 |
| Maximum | 541 |
| Range | 541 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 33.6252036 |
|---|---|
| Coefficient of variation (CV) | 3.260371385 |
| Kurtosis | 143.3605913 |
| Mean | 10.31330472 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 10.31573678 |
| Sum | 4806 |
| Variance | 1130.654317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 1 | 60 | 12.9% |
| 2 | 41 | 8.8% |
| 4 | 24 | 5.2% |
| 3 | 20 | 4.3% |
| 7 | 12 | 2.6% |
| 6 | 11 | 2.4% |
| 8 | 10 | 2.1% |
| 20 | 7 | 1.5% |
| 5 | 7 | 1.5% |
| Other values (46) | 102 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 1 | 60 | 12.9% |
| 2 | 41 | 8.8% |
| 3 | 20 | 4.3% |
| 4 | 24 | 5.2% |
| 5 | 7 | 1.5% |
| 6 | 11 | 2.4% |
| 7 | 12 | 2.6% |
| 8 | 10 | 2.1% |
| 9 | 6 | 1.3% |
| Value | Count | Frequency (%) |
| 541 | 1 | |
| 278 | 1 | |
| 153 | 1 | |
| 144 | 1 | |
| 136 | 1 | |
| 118 | 1 | |
| 105 | 1 | |
| 94 | 1 | |
| 92 | 1 | |
| 84 | 1 |
target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 466 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 0 | 206 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 0 | 206 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 0 | 206 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 466 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 0 | 206 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 466 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 0 | 206 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 466 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 0 | 206 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| feature0 | feature1 | feature2 | feature3 | feature4 | feature5 | feature6 | feature7 | feature8 | feature9 | feature10 | feature11 | feature12 | feature13 | feature14 | feature15 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 200.0 | 2 | 662.28 | 39.10 | -188.55 | 0.246978 | 761 | 0.004548 | 3.523703 | 167326 | 33441.06 | 0.019804 | 26.850000 | 0.009198 | 94.611429 | 7 | 0 |
| 1 | 150.0 | 2 | 0.00 | 149.55 | -0.45 | 0.150000 | 3 | 0.037975 | 0.000000 | 79 | 78.93 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 1 |
| 2 | 50.0 | 1 | 346.08 | 30.41 | -102.10 | 2.430952 | 42 | 0.004239 | 3.389618 | 9907 | 18858.77 | 0.018351 | 25.525000 | 0.095238 | 86.520000 | 4 | 0 |
| 3 | 100.0 | 2 | 0.00 | 43.84 | -56.16 | 0.150968 | 372 | 0.005854 | 0.000000 | 63544 | 1164.11 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 1 |
| 4 | 50.0 | 1 | 87.56 | -3.05 | -94.50 | 0.412664 | 229 | 0.004572 | 0.926561 | 50089 | 1786.26 | 0.049019 | 94.500000 | 0.004367 | 87.560000 | 1 | 0 |
| 5 | 850.0 | 11 | 1435.68 | 1.60 | -848.40 | 0.589167 | 1440 | 0.003879 | 1.692221 | 371185 | 2745.78 | 0.522868 | 40.400000 | 0.014583 | 68.365714 | 21 | 1 |
| 6 | 50.0 | 1 | 436.85 | 6.80 | -82.15 | 0.238116 | 345 | 0.018375 | 5.317712 | 18776 | 959.57 | 0.455256 | 20.537500 | 0.011594 | 109.212500 | 4 | 1 |
| 7 | 0.0 | 0 | 0.00 | -6.50 | -16.80 | 0.150000 | 112 | 0.017231 | 0.000000 | 6500 | 6692.13 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 0 |
| 8 | 100.0 | 1 | 1027.86 | 79.76 | -110.56 | 0.362500 | 288 | 0.015098 | 9.845402 | 19075 | 3611.20 | 0.284631 | 8.030769 | 0.045139 | 79.066154 | 13 | 0 |
| 9 | 600.0 | 12 | 2876.01 | 3.68 | -596.32 | 0.265251 | 2247 | 0.004584 | 4.825358 | 490191 | 2324.27 | 1.237382 | 31.369474 | 0.008456 | 151.368947 | 19 | 1 |
Last rows
| feature0 | feature1 | feature2 | feature3 | feature4 | feature5 | feature6 | feature7 | feature8 | feature9 | feature10 | feature11 | feature12 | feature13 | feature14 | feature15 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 456 | 50.0 | 1 | 0.00 | -0.30 | -69.00 | 0.150000 | 425 | 0.011182 | 0.000000 | 38007 | 342.78 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 1 |
| 457 | 1600.0 | 4 | 3346.25 | 106.90 | -1886.30 | 0.549739 | 3259 | 0.003674 | 1.867744 | 887125 | 5209.10 | 0.642385 | 89.580000 | 0.006137 | 167.312500 | 20 | 0 |
| 458 | 100.0 | 2 | 292.07 | 18.40 | -104.35 | 0.550798 | 188 | 0.009707 | 2.820570 | 19368 | 2335.52 | 0.125056 | 34.516667 | 0.015957 | 97.356667 | 3 | 1 |
| 459 | 0.0 | 0 | 0.00 | -0.10 | -50.10 | 0.150000 | 334 | 0.011295 | 0.000000 | 29570 | 189.98 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 1 |
| 460 | 1050.0 | 21 | 1955.83 | 17.20 | -1231.20 | 0.600000 | 1968 | 0.007718 | 1.656360 | 255002 | 3013.01 | 0.649128 | 73.800000 | 0.008130 | 122.239375 | 16 | 1 |
| 461 | 1300.0 | 7 | 12133.73 | 244.30 | -1081.90 | 0.395307 | 2642 | 0.008152 | 11.617895 | 324081 | 17343.28 | 0.699621 | 12.893827 | 0.030659 | 149.799136 | 81 | 0 |
| 462 | 350.0 | 1 | 0.00 | -1.99 | -351.99 | 0.684805 | 514 | 0.004000 | 0.000000 | 128499 | 2263.65 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 1 |
| 463 | 400.0 | 4 | 1100.07 | -18.20 | -438.60 | 0.748464 | 586 | 0.003683 | 2.508140 | 159109 | 5303.10 | 0.207439 | 62.657143 | 0.011945 | 157.152857 | 7 | 0 |
| 464 | 150.0 | 1 | 0.00 | 114.30 | -35.70 | 0.300000 | 119 | 0.003834 | 0.000000 | 31040 | 334.59 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 0 |
| 465 | 50.0 | 1 | 0.00 | -1.00 | -51.00 | 1.961538 | 26 | 0.002537 | 0.000000 | 10250 | 0.00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0 | 1 |